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math.OC2021★ 16 cited
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework
Linas Stripinis, Remigijus Paulavičius
Over the last three decades, many attempts have been made to improve the DIRECT (DIviding RECTangles) algorithm's efficiency. Various novel ideas and extensions have been suggested…
math.OC2021★ 23 cited
DIRECTGO: A new DIRECT-type MATLAB toolbox for derivative-free global optimization
Linas Stripinis, Remigijus Paulavičius
In this work, we introduce DIRECTGO, a new MATLAB toolbox for derivative-free global optimization. DIRECTGO collects various deterministic derivative-free DIRECT-type algorithms fo…